Modeli zilizolinganishwa

Ulinganisho wa benchmark GPT-5.2 Chat vs GPT-5.3 Chat vs Gemini 3.1 Flash Lite Preview (low)GPT-5.2 Chat inaongoza kwenye Alama kwa 8.0. GPT-5.2 Chat inaongoza kwenye Uaminifu kwa 10.0. GPT-5.3 Chat ina Jumla ya gharama ya chini zaidi kwa $0.571. GPT-5.3 Chat ndiyo ya haraka zaidi kwa 6.88s.

Muundo unaopendekezwaGPT-5.2 ChatIt has the best score here (8.0), while responding about 1.5x faster than miundo mingine katika ulinganisho huu.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-21

Kipimo	GPT-5.2 Chat GPT-5.2 Chat none Toleo: 2025-12-11	GPT-5.3 Chat GPT-5.3 Chat none Toleo: 2026-03-03	Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low Toleo: 2026-03-03

Kipimo	GPT-5.2 Chat GPT-5.2 Chat none Toleo: 2025-12-11	GPT-5.3 Chat GPT-5.3 Chat none Toleo: 2026-03-03	Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low Toleo: 2026-03-03
Alama	8.0	7.5	6.5
Nafasi	#34	#58	#110
Uaminifu	10.0	10.0	10.0
Uthabiti	8.6	8.2	10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	74.2%	68.2%	59.1%
Majaribio yasiyo thabiti	4	5	0
Jumla ya uendeshaji	66	66	66
Gharama kwa matokeo	4.308	4.387	4.969
Jumla ya gharama	$0.604	$0.571	$0.646
Bei ya ingizo	$1.750 / 1M	$1.750 / 1M	$0.250 / 1M
Bei ya toleo	$14.000 / 1M	$14.000 / 1M	$1.500 / 1M
Jumla ya tokeni za ingizo	101,248	78,990	110,185
Tokeni za matokeo	30,424	30,854	14,717
Tokeni za hoja	0	0	397,483
Muda wa majibu (wastani)	7.65s	6.88s	16.70s
Muda wa majibu (upeo)	38.52s	18.33s	309.35s
Muda wa majibu (jumla)	168.39s	151.31s	367.47s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#34 GPT-5.2 Chat

none

Gharama: $0.010
Muda: 15.3s
Tokeni: 797 tok

#58 GPT-5.3 Chat

none

Gharama: $0.008
Muda: 8.1s
Tokeni: 634 tok

#110 Gemini 3.1 Flash Lite Preview

low

Gharama: $0.002
Muda: 3.7s
Tokeni: 1,203 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	8.7	7.9	91.7%	1	3.40s	606	1,807	0
GPT-5.3 Chat	6.7	8.1	58.3%	1	3.86s	606	3,167	0
Gemini 3.1 Flash Lite Preview	8.3	10.0	75.0%	0	2.12s	506	462	1,638

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	8.8	7.8	88.9%	1	9.82s	7,305	6,731	0
GPT-5.3 Chat	5.6	4.7	55.6%	2	10.52s	7,302	6,632	0
Gemini 3.1 Flash Lite Preview	5.5	10.0	33.3%	0	1.39s	8,138	660	1,060

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	7.3	5.8	83.3%	1	13.91s	78,055	7,923	0
GPT-5.3 Chat	10.0	10.0	100.0%	0	15.07s	55,800	6,851	0
Gemini 3.1 Flash Lite Preview	3.0	10.0	0.0%	0	160.63s	85,851	12,656	389,079

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	10.0	10.0	100.0%	3.05s	7,140	980	0
GPT-5.3 Chat	10.0	10.0	100.0%	2.21s	7,140	942	0
Gemini 3.1 Flash Lite Preview	10.0	10.0	100.0%	3.00s	7,455	291	696

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	5.3	10.0	33.3%	0	17.78s	723	7,810	0
GPT-5.3 Chat	3.5	4.4	33.3%	2	13.01s	723	8,264	0
Gemini 3.1 Flash Lite Preview	5.3	10.0	33.3%	0	2.36s	641	18	1,212

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	4.4	3.0	33.3%	1	3.20s	477	335	0
GPT-5.3 Chat	4.6	10.0	0.0%	0	1.99s	477	319	0
Gemini 3.1 Flash Lite Preview	4.0	10.0	0.0%	0	1.54s	490	69	384

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	9.8	10.0	100.0%	5.51s	660	1,441	0
GPT-5.3 Chat	9.8	10.0	100.0%	3.51s	660	1,491	0
Gemini 3.1 Flash Lite Preview	10.0	10.0	100.0%	1.49s	621	72	753

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	7.7	10.0	66.7%	4.10s	642	1,603	0
GPT-5.3 Chat	10.0	10.0	100.0%	2.99s	642	1,758	0
Gemini 3.1 Flash Lite Preview	10.0	10.0	100.0%	1.69s	566	243	1,248

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	10.0	10.0	100.0%	4.68s	5,445	555	0
GPT-5.3 Chat	10.0	10.0	100.0%	8.36s	5,445	861	0
Gemini 3.1 Flash Lite Preview	10.0	10.0	100.0%	9.54s	5,757	237	993

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.2 Chat	3.0	10.0	0.0%	6.89s	195	1,239	0
GPT-5.3 Chat	3.0	10.0	0.0%	4.38s	195	569	0
Gemini 3.1 Flash Lite Preview	3.0	10.0	0.0%	1.35s	160	9	420

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.2 ChatnonevsStep 3.7 Flashmedium Gemini 3.1 Flash Lite PreviewlowvsQwen3.5-27Bnone GPT-5.2 ChatnonevsInklinghigh Gemini 3.1 Flash Lite PreviewlowvsLaguna XS 2.1mediumInapatikana bure Gemini 3.1 Flash Lite PreviewlowvsMiMo-V2.5medium Gemini 3.5 Flash-LitehighvsGPT-5.2 Chatnone GPT-5.2 ChatnonevsGLM 5.2high Kimi K2.7 CodemediumvsGPT-5.3 Chatnone GPT-5.3 ChatnonevsQwen3.5 Plus 2026-02-15medium Muse Spark 1.1highvsGPT-5.2 Chatnone Nemotron 3 UltramediumInapatikana burevsGPT-5.3 Chatnone Gemini 3.1 Flash Lite PreviewlowvsQwen3.6 27Bmedium